Indigenous data sovereignty in Australian higher education: paving the way for First Nations’ self-determination
Abstract
The Australian Universities Accord Final Report offers a historic yet insufficient opportunity to advance Indigenous self-determination in higher education. Its goals will remain hollow without dismantling the entrenched colonial foundations embedded in universities’ governance and data practices. This paper demands that Indigenous data sovereignty – the inherent right of Indigenous peoples to control data about their communities, knowledge systems, and territories – become the unyielding cornerstone of university transformation. Building on the critical work of Indigenous scholars and decolonial theorists, it presents a radical agenda: (1) advance Indigenous data governance despite systemic constraints, (2) overhaul exploitative research protocols, (3) embed Indigenous knowledge systems, (4) invest in Indigenous data infrastructures, and (5) forge alliances that centre Indigenous nationhood. This agenda challenges universities to abandon symbolic reforms and confront their colonial legacies. By embracing Indigenous data sovereignty, universities can honour their obligations and lead the charge towards a just, humane, and decolonised future.
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Without confronting colonial legacies in data governance, GenAI will reproduce extractive knowledge practices that marginalise First Nations people.
“They argue that without confronting colonial legacies in data governance, GenAI will reproduce extractive knowledge practices that marginalise First Nations people.”
From Generative AI in Design Thinking Pedagogy: Enhancing Creativity, Critical Thinking, and Ethical Reasoning in Higher Education (2025) · cites this paper as Rana and Azeez, 2025
Cites
Lenin and Philosophy and Other Essays
Althusser, L., & Brewster, B. R. (1971) · Cited by 7,969 · see citing works
Decolonizing methodologies: research and indigenous peoples
Johansson, S. (2013) · Journal of Multilingual and Multicultural Development · doi:10.1080/01434632.2013.803731 · Cited by 2,315 · see citing works
The CARE Principles for Indigenous Data Governance
Carroll, S. R., Garba, I., Figueroa-Rodríguez, O. L., Holbrook, J., Lovett, R., Materechera, S., Parsons, M., Raseroka, K., Rodriguez-Lonebear, D., Rowe, R., et al. (2020) · Data Science Journal · doi:10.5334/dsj-2020-043 · Cited by 1,408 · see citing works
Nakata, M. (2007) · The Australian Journal of Indigenous Education · doi:10.1017/s1326011100004646 · Cited by 812 · see citing works
(2016) · doi:10.22459/caepr38.11.2016 · Cited by 696 · see citing works
Towards an Australian Indigenous Women's Standpoint Theory
Moreton‐Robinson, A. (2013) · Australian Feminist Studies · doi:10.1080/08164649.2013.876664 · Cited by 445 · see citing works
Sand talk: how indigenous thinking can save the world
Bat, M. (2020) · Rural Society · doi:10.1080/10371656.2020.1809139 · Cited by 393 · see citing works
Indigenous data, indigenous methodologies and indigenous data sovereignty
Walter, M., & Suina, M. (2019) · International Journal of Social Research Methodology · doi:10.1080/13645579.2018.1531228 · Cited by 367 · see citing works
Rights, Interests and Expectations: Indigenous Perspectives on Unrestricted Access to Genomic Data
Hudson, M., Garrison, N. A., Sterling, R., Caron, N. R., Fox, K., Yracheta, J., Anderson, J., Wilcox, P., Arbour, L., Brown, A., et al. (2020) · Nature Reviews Genetics · doi:10.1038/s41576-020-0228-x · Cited by 320 · see citing works
The legacy of racism and Indigenous Australian identity within education
Bodkin‐Andrews, G., & Carlson, B. L. (2014) · Race Ethnicity and Education · doi:10.1080/13613324.2014.969224 · Cited by 280 · see citing works
Indigenous Data Governance: Strategies from United States Native Nations
Carroll, S. R., Rodriguez-Lonebear, D., & Martinez, A. (2019) · Data Science Journal · doi:10.5334/dsj-2019-031 · Cited by 264 · see citing works
Sand Talk: How Indigenous Thinking Can Save the World
Yunkaporta, T. (2020) · Deakin Research Online (Deakin University) · Cited by 164 · see citing works
Davies, T., Walker, S. B., Rubinstein, M., & Perini, F. (2019) · African Minds eBooks · doi:10.47622/9781928331957 · Cited by 142 · see citing works
The politics of identity: who counts as aboriginal today?
Carlson, B. L. (2022) · UNSWorks (University of New South Wales, Sydney, Australia) · doi:10.26190/unsworks/15148 · Cited by 130 · see citing works
Data politics and Indigenous representation in Australian statistics
Walter, M. (2016) · ANU Press eBooks · doi:10.22459/caepr38.11.2016.05 · Cited by 112 · see citing works
The voice of Indigenous data: Beyond the markers of disadvantage
Walter, M. (2018) · UTAS Research Repository · Cited by 87 · see citing works
Governing data and data for governance: The everyday practice of Indigenous sovereignty.
Smith, D. (2016) · Indigenous Data Sovereignty · doi:10.22459/caepr38.11.2016.07 · Cited by 38 · see citing works
Mana motuhake ā‐raraunga: datafication and social science research in Aotearoa
Kukutai, T., & Cormack, D. M. (2019) · Kōtuitui New Zealand Journal of Social Sciences Online · doi:10.1080/1177083x.2019.1648304 · Cited by 35 · see citing works
Indigenous Data Sovereignty: A Catalyst for Ethical AI in Business
Rana, V. (2025) · Business & Society · doi:10.1177/00076503241271143 · Cited by 21 · see citing works
Self-citationIssues in Open Data: Indigenous data sovereignty
Rainie, S., Kukutai, T., Walter, M., Figueroa-Rodriguez, O., Walker, J., & Axelsson, P. (2019) · Zenodo · doi:10.5281/zenodo.2677800 · Cited by 16 · see citing works
Indigenous Data Sovereignty and Social Work in Australia
Prehn, J., & Walter, M. (2023) · Australian Social Work · doi:10.1080/0312407x.2023.2186256 · Cited by 15 · see citing works
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Self-citationTā Te Tamariki Mahi, he wāwāhi Tahā: Gamifying Māori Data Sovereignty
Short, S., Ruckstuhl, K., & Sommerville, B. (2026) · Journal of the Royal Society of New Zealand · doi:10.1002/snz2.70037 · Cited by 1 · see citing works
Indigenous Digital Sovereignty
Andrae, S. (2025) · IGI Global eBooks · doi:10.4018/979-8-3693-7964-6.ch021
Exploring the Landscape of Generative AI Guidelines in Higher EducationPreprint
de Castell, S., Jenson, J., & Turnsunkulova, I. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.6956764
Gutiérrez, E. J. D. (2026) · Journal of Innovation · doi:10.3390/joi1010005
Harry, M., Trudgett, M., Page, S., & Povey, R. (2026) · The Australian Educational Researcher · doi:10.1007/s13384-026-01035-3
- Authors
- Rana, V., & Azeez, G. K.
- Affiliations
- Griffith University (AU)
- Macquarie University (AU)
- Corresponding author
- Rana, Vishal
- Venue
- Journal of Higher Education Policy and Management
- Publisher
- Informa UK Limited
- Published
- 2025-03-04
- Volume
- 47
- Issue
- 3
- Pages
- 426-434
- ISSN
- 1360-080X (ISSN-L)
- 1469-9508
- OpenAlex
- W4408150129
- Cited by
- 4
- References
- 23
- Citations by year
- 2026: 3 · 2025: 1
- FWCI
- 4.52
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Higher Education Policy and Management (publishedVersion)
- Topics
- Social Sciences › Health › Indigenous Health, Education, and Rights
- Social Sciences › Law › Indigenous Peoples' Rights and Law
- Social Sciences › Anthropology › Decolonial Thought and Epistemologies
- Keywords
- Indigenous data sovereignty, decolonisation of higher education, Indigenous data governance, indigenous knowledge, Indigenous nationhood, university governance
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